Extension de l'algorithme CURE aux fouilles de données. - Jerzy Korczak 001; Aurélie Bertaux (EGC, 2006)

Mining Complex Hydrobiological Data with Galois Lattices. - Aurélie Bertaux; Agnès Braud; Florence Le Ber (DEXA Workshops, 2007)

Correspondances de Galois pour la manipulation de contextes flous multi-valués. - Aurélie Bertaux; Florence Le Ber; Agnès Braud (EGC, 2009)

Identifying Ecological Traits: A Concrete FCA-Based Approach. - Aurélie Bertaux; Florence Le Ber; Agnès Braud; Michèle Trémolières (ICFCA, 2009)

Treillis de Galois pour les contextes multi-valués flous. Application à l'étude des traits de vie en hydrobiologie. (Galois Lattices for fuzzy many-valued contexts. Application to life traits study in hydrobiology). - Aurélie Bertaux (2010)

Debugging embedded multimedia application traces through periodic pattern mining. - Patricia López Cueva; Aurélie Bertaux; Alexandre Termier; Jean-François Méhaut; Miguel Santana (EMSOFT, 2012)

Towards a Framework for Semantic Exploration of Frequent Patterns. - Behrooz Omidvar-Tehrani; Sihem Amer-Yahia; Alexandre Termier; Aurélie Bertaux; Éric Gaussier; Marie-Christine Rousset (IMMoA, 2013)

Semantic HMC for big data analysis. - Thomas Hassan; Rafael Peixoto; Christophe Cruz; Aurélie Bertaux; Nuno Silva 001 (IEEE BigData, 2014)

Reconstruction et analyse sémantique de chronologies cybercriminelles. - Yoan Chabot; Aurélie Bertaux; M. Tahar Kechadi; Christophe Nicolle (EGC, 2014)

Evaluation de la pertinence dans un système de recommandation sémantique de nouvelles économiques. - David Werner; Christophe Cruz; Aurélie Bertaux (EGC, 2014)

Automatic Timeline Construction and Analysis for Computer Forensics Purposes. - Yoan Chabot; Aurélie Bertaux; Christophe Nicolle; M. Tahar Kechadi (JISIC, 2014)

A complete formalized knowledge representation model for advanced digital forensics timeline analysis. - Yoan Chabot; Aurélie Bertaux; Christophe Nicolle; M. Tahar Kechadi (Digit. Investig., 2014)

Classification multi-label par raisonnement logique pour l'indexation sémantique de documents. - David Werner; Christophe Cruz; Aurélie Bertaux (EGC, 2015)

Bag-of-word based brand recognition using Markov clustering algorithm for codebook generation. - Yannick Benezeth; Aurélie Bertaux; Aldric Manceau (ICIP, 2015)

Semantic HMC: A Predictive Model Using Multi-label Classification for Big Data. - Rafael Peixoto; Thomas Hassan; Christophe Cruz; Aurélie Bertaux; Nuno Silva 001 (TrustCom/BigDataSE/ISPA (2), 2015)

An ontology-based approach for the reconstruction and analysis of digital incidents timelines. - Yoan Chabot; Aurélie Bertaux; Christophe Nicolle; M. Tahar Kechadi (Digit. Investig., 2015)

An unsupervised classification process for large datasets using web reasoning. - Rafael Peixoto; Thomas Hassan; Christophe Cruz; Aurélie Bertaux; Nuno Silva 001 (SBD@SIGMOD, 2016)

Hierarchical Multi-Label Classification Using Web Reasoning for Large Datasets. - Rafael Peixoto; Thomas Hassan; Christophe Cruz; Aurélie Bertaux; Nuno Silva 001 (Open J. Semantic Web, 2016)

Ontology-based approach for unsupervised and adaptive focused crawling. - Thomas Hassan; Christophe Cruz; Aurélie Bertaux (SBD@SIGMOD, 2017)

Intelligent Cloud Storage Management for Layered Tiers. - Marwan Batrouni; Steven Finch; Scott Wilson; Aurélie Bertaux; Christophe Nicolle (CDVE, 2018)

k-Partite Graphs as Contexts. - Alexandre Bazin; Aurélie Bertaux (CLA, 2018)

Analyse Ontologique de scénario dans un contexte Big Data. - Marwan Batrouni; Aurélie Bertaux; Christophe Nicolle (EGC, 2018)

Towards events ontology based on data sensors network for viticulture domain. - Rami Belkaroui; Aurélie Bertaux; Ouassila Labbani; Clémentine Hugol-Gential; Christophe Nicolle (IOT, 2018)

Scenario analysis, from BigData to black swan. - Marwan Batrouni; Aurélie Bertaux; Christophe Nicolle (Comput. Sci. Rev., 2018)

Vers l'Intuition Artificielle (Toward Artificial Intuition). - Aurélie Bertaux (2019)

Représentation condensée de règles d'association multidimensionnelles. - Alexandre Bazin; Aurélie Bertaux; Christophe Nicolle (EGC, 2019)

WINECLOUD: Une ontologie d'événements pour la modélisation sémantique des données de capteurs hétérogènes. - Rami Belkaroui; Amira Mouakher; Aurélie Bertaux; Ouassila Labbani; Clémentine Hugol-Gential; Christophe Nicolle (EGC, 2019)

Ontology for Smart Viticulture: Integrating Inference Rules Based on Sensor Data. - Amira Mouakher; Aurélie Bertaux; Ouassila Labbani; Clémentine Hugol-Gential; Christophe Nicolle (ICSOC Workshops, 2019)

An Ontology-Based Monitoring System in Vineyards of the Burgundy Region. - Amira Mouakher; Rami Belkaroui; Aurélie Bertaux; Ouassila Labbani; Clémentine Hugol-Gential; Christophe Nicolle (WETICE, 2019)

Preventing Overlaps in Agglomerative Hierarchical Conceptual Clustering. - Quentin Brabant; Amira Mouakher; Aurélie Bertaux (ICCS, 2020)

Automating Physical Knowledge Integration in Machine Learning. - Sarah Ghidalia; Ouassila Labbani-Narsis; Aurélie Bertaux; Christophe Nicolle (SITIS, 2023)

Condensed Representations of Association Rules in n-Ary Relations. - Alexandre Bazin; Nicolas Gros; Aurélie Bertaux; Christophe Nicolle (IEEE Trans. Knowl. Data Eng., 2023)

Combining Machine Learning and Ontology: A Systematic Literature Review. - Sarah Ghidalia; Ouassila Labbani-Narsis; Aurélie Bertaux; Christophe Nicolle (CoRR, 2024)

Harnessing Heterogeneous Information Networks: A systematic literature review. - Leila Outemzabet; Nicolas Gaud; Aurélie Bertaux; Christophe Nicolle; Stéphane Gerart; Sébastien Vachenc (Comput. Sci. Rev., 2024)

Unified modeling language for patient-centered telerehabilitation: A comprehensive framework integrating medical and biopsychosocial pathways. - Thomas Roy; Aurélie Bertaux; Ouassila Labbani-Narsis; Jean-Pierre Didier; Davy Laroche (Int. J. Medical Informatics, 2025)